twango.dev https://twango.dev/writing Writing from twango.dev Tue, 16 Jun 2026 00:00:00 GMT https://validator.w3.org/feed/docs/rss2.html feed (SvelteKit) en All rights reserved, James Ding <![CDATA[Jetplay: Audio and Video Playback for JetBrains IDEs]]> https://twango.dev/writing/jetplay https://twango.dev/writing/jetplay Tue, 16 Jun 2026 00:00:00 GMT A plugin to allow playback of audio and video inside JetBrains IDEs (IntelliJ, PyCharm, WebStorm, and the rest), right in the editor tab.

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]]> james@twango.dev (James Ding) engineering jetbrains media plugin <![CDATA[The TartanAviation ATC Collection: Audio, ADS-B, and 531k Labels]]> https://twango.dev/writing/tartanaviation-atc-labels https://twango.dev/writing/tartanaviation-atc-labels Fri, 05 Jun 2026 00:00:00 GMT Three Hugging Face datasets from CMU's TartanAviation air traffic control corpus: paired audio and ADS-B clips, a half-million-utterance VAD split, and a full ASR label set. Why decode-time biasing and LLM correction lost to a plain ROVER vote, and the one signal that moved label quality.

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]]> james@twango.dev (James Ding) engineering ml asr atc dataset <![CDATA[How Good is Gemma 4 at ASR Tasks? Benchmarking Against the Open ASR Leaderboard]]> https://twango.dev/writing/gemma4-asr-benchmark https://twango.dev/writing/gemma4-asr-benchmark Thu, 04 Jun 2026 00:00:00 GMT Benchmarking the Gemma 4 family (E2B, E4B, and the new 12B) across all eight Open ASR Leaderboard short-form datasets, batched. WER, RTFx, where a general-purpose multimodal LLM holds up, and where it doesn't.

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]]> james@twango.dev (James Ding) engineering ml benchmark